OpenRequirementsAI

OpenRequirements.AI DeFOSPAM requirements engineering validation skill using 7 specialized AI analyst agents based on the Business Story Method by Paul Gerrard. Analyzes requirements through Definitions, Features, Outcomes, Scenarios, Prediction, Ambiguity, and Missing data checks. Produces business stories, scenarios, glossaries, and gap analysis reports. Use this skill whenever the user wants to validate requirements, check requirements quality, create business stories from requirements, find ambiguity in specifications, generate test scenarios from requirements, or perform specification by example. Also trigger when the user mentions DeFOSPAM, business stories, requirements validation, specification by example, SBE, living documentation, or executable specifications — even if they don't name the skill directly.

OpenRequirements.AI Vibe Requirements skill using 8 specialized AI analyst agents based on Tom Gilb's Planguage Vibe Requirements methodology from the book Vibe Requirements. Transforms vague, ambiguous requirements into quantified vibe specifications with Scales, Meters, Benchmarks, Constraints, Targets, Background specs, Stakeholder analysis, and Quality Control. Takes raw requirements, user stories, or DeFOSPAM output as input and produces formal Planguage vibe specifications with numeric scales, measurable meters, benchmark levels, tolerable constraints, wish/goal/stretch targets, and stakeholder value maps. Use this skill whenever the user wants to quantify requirements, create vibe specifications, define measurable scales for qualities, convert user stories into Planguage, assess requirement quality using Spec QC, prioritize requirements by value, or produce Gilb-style quantified specifications.

OpenRequirements.AI Performance Engineering skill using 8 specialized AI analyst agents based on the Effective Performance Engineering methodology by Todd DeCapua and Shane Evans. Analyzes non-functional requirements (NFRs) across 8 performance engineering disciplines: Capacity, Latency, Availability, Scalability, Security, Usability, Monitoring, and Endurance. Takes DeFOSPAM output (openrequirements-results.json) or raw NFRs as input and produces performance budgets, SLA definitions, capacity models, and a comprehensive NFR assessment. Use this skill whenever the user wants to analyze non-functional requirements, create performance budgets, define SLAs, assess capacity planning needs, evaluate scalability, check security performance implications, design monitoring strategies, plan load testing, or produce performance engineering documentation.

OpenRequirements.AI Requirements Specification skill using 8 specialized AI analyst agents based on IEEE Std 830-1998 Recommended Practice for Software Requirements Specifications. Transforms DeFOSPAM requirements validation output (openrequirements-results.json) into a formal IEEE 830-compliant Software Requirements Specification (SRS) document. Agents assess the 8 characteristics of a good SRS: Correct, Unambiguous, Complete, Consistent, Ranked, Verifiable, Modifiable, and Traceable. Produces a structured SRS document with quality assessment, traceability matrix, and gap analysis. Use this skill whenever the user wants to create a formal requirements specification, generate an SRS document, assess requirements quality against IEEE 830, check requirements for completeness or consistency, build a traceability matrix, rank requirements by importance, or produce IEEE-compliant documentation.

OpenRequirements.AI Specification by Example (SBE) skill using 7 specialized AI analyst agents based on the key process patterns from Specification by Example methodology. Transforms DeFOSPAM requirements validation output (openrequirements-results.json) into executable specifications, living documentation, and refined examples. Agents cover: Deriving scope goals, Specifying collaboratively, Illustrating examples, Refining the specification, Automating validation without changing specifications, Validating frequently and Evolving a documentation system. Use this skill whenever the user wants to create executable specifications from requirements, generate living documentation and produce Gherkin feature files, create specification workshops, build acceptance criteria from DeFOSPAM output, or transform business stories into specifications. Generation of specification by example, SBE, executable specifications, living documentation, Gherkin, feature files, ATDD or BDD.

OpenRequirements.AI DeFOSPAM requirements engineering validation skill using 7 specialized AI analyst agents based on the Business Story Method by Paul Gerrard. Analyzes requirements through Definitions, Features, Outcomes, Scenarios, Prediction, Ambiguity, and Missing data checks. Produces business stories, scenarios, glossaries, and gap analysis reports. Use this skill whenever the user wants to validate requirements, check requirements quality, create business stories from requirements, find ambiguity in specifications, generate test scenarios from requirements, or perform specification by example. Also trigger when the user mentions DeFOSPAM, business stories, requirements validation, specification by example, SBE, living documentation, or executable specifications — even if they don't name the skill directly.